numerical distribution

USAGE SUMMARY

The phrase "numerical distribution" is correct and usable in written English.
It can be used in contexts related to statistics, data analysis, or any field where data is organized or represented in numerical form. Example: "The numerical distribution of test scores indicates a significant improvement in student performance over the semester."

✓ Grammatically correct

Science

Human-verified examples from authoritative sources

Exact Expressions

26 human-written examples

The mathematical (3σ) criterion [16]: The probability of the numerical distribution is 0.6826 in the area.

EURASIP Journal on Image and Video Processing

The probability of the numerical distribution is 0.9544 in the area (μ − 2σ, μ + 2σ).

EURASIP Journal on Image and Video Processing

The probability of the numerical distribution is 0.6826 in the area.

EURASIP Journal on Image and Video Processing

The numerical distribution of patterns among limb groups was determined and their ratios compared.

European Journal of Vascular and Endovascular Surgery

[Clarification Statement: Emphasis is on analyzing shifts in numerical distribution of traits and using these shifts as evidence to support explanations].

Evolution: Education and Outreach

The numerical distribution of the boreholes included five each in locations underlain by amphibolite, migmatite and gneissic bedrocks, and the last four on granitic terrain (Fig. 4).

Applied Water Science

Human-verified similar examples from authoritative sources

Similar Expressions

34 human-written examples

As a result, numerical distributions associated with the kinetic parameter for each metabolic reaction were obtained.

Plosone

This ensures equal weighting of summary statistics with quite different numerical distributions, such as S (zero and positive integers), Tajima's D (all real numbers), and Rozas' R2 (zero and positive real numbers).

Plosone

Although these technologies both measure RNA abundance, they produce data with different numerical distributions.

Genome Medicine

After 50, 60, and 70 divisions, however, the experimental and numerical distributions diverge (χ goodness-of-fit test, P = 0.054, 0.054, and 0.012, respectively).

Genetics

The numerical distributions of differences were quite skewed and different for the different modifications, i.e. H3K4me3 and H3K27ac had higher signals in patient than in control, whereas H3K4me1 had higher signal in control than in patient (Additional file 2).

BMC Medical Genomics

Expert writing Tips

Best practice

When discussing the "numerical distribution", always specify the context or variable being distributed to provide clarity, for instance, "the numerical distribution of test scores".

Common error

Avoid using "numerical distribution" interchangeably with terms like "normal distribution" or "probability distribution" unless the context explicitly refers to the arrangement of numerical values. Ensure you're not implying a specific statistical model when simply describing the data's spread.

Linguistic Context

The phrase "numerical distribution" primarily functions as a noun phrase. It serves to name or identify the arrangement or spread of numerical data. Ludwig AI confirms that the phrase is correct and commonly used.

Expression frequency: Common

Frequent in

Science

96%

News & Media

2%

Formal & Business

2%

Less common in

Academia

0%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

The phrase "numerical distribution" is a grammatically sound noun phrase commonly used to describe the arrangement or spread of numerical data. As Ludwig AI confirms, it is suitable for use in formal and scientific contexts. Its purpose is to objectively present the characteristics of numerical datasets. While related terms like "data distribution" and "frequency distribution" offer similar meanings, using "numerical distribution" specifically highlights the numerical aspect. Remember to provide context when using this phrase to prevent confusion with specific statistical models. The analysis shows that this term is frequently used in scientific literature.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

data distribution

Focuses specifically on data, simplifying the term.

frequency distribution

Specifies the frequency of numerical values.

statistical distribution

Emphasizes the statistical nature of the distribution.

distribution of values

Highlights the values being distributed.

numerical spread

Focuses on how the numbers are spread out.

pattern of numbers

Emphasizes the pattern formed by the numbers.

distribution of counts

Highlights the distribution of counts.

quantitative distribution

Uses "quantitative" instead of "numerical".

array of numbers

Focuses on the arrangement of numbers in an array format.

number arrangement

Highlights the manner in which the numbers are arranged.

FAQs

How do I describe a "numerical distribution" in simple terms?

A "numerical distribution" refers to how a set of numbers is spread out or arranged. It shows the range of values and how frequently each value appears.

What's the difference between a "numerical distribution" and a "statistical distribution"?

A "numerical distribution" is a general term for how numbers are arranged. A "statistical distribution" is a mathematical function that describes the probability of different outcomes in a statistical experiment.

Can I use other words instead of "numerical" in "numerical distribution"?

Yes, you can use alternatives like "data", "frequency", or "statistical" depending on the context. For instance, "data distribution" or "frequency distribution".

In what fields is the term "numerical distribution" commonly used?

The term "numerical distribution" is commonly used in fields like statistics, data analysis, science, and engineering to describe the arrangement or spread of numerical data.